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Everything you need to know about the NVIDIA Ampere A100 80GB, PCIe, 300W, 80GB Passive, Double Wide, Full Height GPU

The NVIDIA Ampere A100 80GB PCIe GPU is built for the most demanding AI, data analytics, and high-performance computing (HPC) tasks. With a design optimized for energy efficiency and scalability, this GPU meets the needs of data centers looking to handle large-scale workloads.


Overview

Feature
NVIDIA Ampere A100 80GB, PCIe

Architecture

NVIDIA Ampere

Interface

PCIe Gen4

Form Factor

Double Wide, Full Height

Power Consumption

300W

Cooling Design

Passive

Memory

80GB HBM2e

Memory Bandwidth

Up to 1,935 GB/s

Compute Cores

6,912 CUDA cores, 432 Tensor cores

Compute Performance

Up to 19.5 TFLOPS (FP64), 156 TFLOPS (TF32)

Multi-Instance GPU

Supports up to 7 instances via MIG

Compatibility

Compatible with major server/workstation configurations

Looking for NVIDIA A100 GPUs?

Performance Highlights


The NVIDIA A100 80GB PCIe GPU sets new standards in data processing and computational speed. Its third-generation Tensor Cores provide up to 20X performance gains over previous generations, transforming data center capabilities.


Key Benefits:


  • Tensor Core Technology: Optimized for deep learning, AI model training, and inference, with accelerated precision from FP32 to INT8.

  • Multi-Instance GPU (MIG): Efficient resource allocation by partitioning the GPU into up to seven independent instances.

  • Energy Efficiency: Delivers high performance per watt, cutting energy costs while increasing processing power.


Applications and Benefits

Application
Impact of NVIDIA A100 80GB PCIe GPU

AI & Deep Learning

Speeds up training and inference, transforming model training from days to hours.

High-Performance Computing (HPC)

Powers data-heavy tasks in fields like genomics and climate science, supporting rapid discovery.

Data Analytics

Provides real-time insights from large datasets, streamlining decision-making for enterprises.

Graphics Rendering

Cuts rendering time for complex graphics, making it ideal for virtual reality and 3D design applications.

Example: When used in AI model training, the A100 accelerates tasks like BERT-Large training by up to 20X compared to CPUs, and inference throughput increases up to 249X.


NVIDIA Ampere A100 80GB PCIe GPU - 300W Double Wide Full Height Passive Cooling Graphics Card for AI, HPC, and Data Analytics Performance - Available at Server-Parts.eu for Enterprise and Data Center Solutions

Practical Tips for Implementation


Deploying the A100 80GB PCIe GPU can revolutionize your computing capabilities. Here’s a quick guide for a smooth implementation:


1. Check Compatibility

Ensure your current infrastructure is compatible with PCIe Gen4 and can support the GPU’s 300W power requirement.


2. Utilize NVIDIA’s Software Ecosystem

Tools like CUDA, cuDNN, and TensorRT will unlock the full potential of the A100 for machine learning and AI applications.


3. Optimize with Multi-Instance GPU (MIG) Technology

Partitioning the A100 with MIG can maximize efficiency by allowing multiple users to share resources effectively.


4. Plan for Passive Cooling

The A100’s passive cooling design requires sufficient airflow within the server rack for optimal temperature management.


Comparative Performance Chart


Here’s how the A100 80GB stacks up against previous models for high-demand tasks. The chart below highlights Tensor Float 32 (TF32) Performance and Memory Bandwidth improvements over the NVIDIA V100 32GB model:

Metric
NVIDIA A100 80GB
NVIDIA V100 32GB

TF32 Performance

Up to 156 TFLOPS

Not available

FP16 Performance

312 TFLOPS

125 TFLOPS

Memory Bandwidth

1,935 GB/s

900 GB/s

Energy Efficiency

2X more efficient

Baseline

Inference Throughput

Up to 249X CPU performance

Limited to FP16/INT8

This GPU’s breakthrough performance and memory bandwidth improvements make it ideal for intensive, memory-heavy workloads.


Why Choose the NVIDIA Ampere A100 80GB PCIe GPU?


The NVIDIA A100 80GB is a top choice for enterprises and data centers looking for:


  • High Scalability: Suitable for both large-scale and partitioned workloads with MIG technology.

  • Unmatched Memory Bandwidth: The 80GB HBM2e memory, paired with 1,935 GB/s bandwidth, supports the most memory-intensive applications.

  • Cost Savings: The GPU’s energy efficiency reduces operational costs by delivering more performance per watt.

  • Future-Proofing: The A100’s support for NVIDIA’s latest AI and HPC software ecosystem ensures it will meet evolving needs.


The NVIDIA Ampere A100 80GB PCIe GPU combines powerful performance with energy efficiency, making it ideal for organizations aiming to stay at the cutting edge of technology.

Looking for NVIDIA A100 GPUs?

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